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Prediction of Complex Traits Using Genomic Data
Engelsk
Foto på vej
Specifikationer
Sprog:
Engelsk
Sider:
350
ISBN-13:
9781482253740
Indbinding:
Hardback
ISBN-10:
1482253747
Udg. Dato:
5 jan 2026
Størrelse i cm:
23,4 x 15,6
Oplagsdato:
5 jan 2026

Prediction of Complex Traits Using Genomic Data

Engelsk
Hardback 2026
Format:

Bog beskrivelse

This book explains and demonstrates with real and simulated examples how whole-genome information can be used for predicting complex traits, with applications in animal, human, and plant genetics. After giving a brief introduction, the book covers linear models and dimensionality, plus regularized regressions. It then progresses to the genomic best linear unbiased predictor, the Bayesian alphabet, reproducing Kernel Hiblert spaces regressions, penalized neural networks, and re-sampling methods. Lastly, it covers whole genome regression and population stratification.

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Udkommer 05-01-2026

Specifikationer
Sprog:
Engelsk
Sider:
350
ISBN-13:
9781482253740
Indbinding:
Hardback
ISBN-10:
1482253747
Udg. Dato:
5 jan 2026
Størrelse i cm:
23,4 x 15,6
Oplagsdato:
5 jan 2026
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